A mixture of sparse coding models explaining properties of face neurons related to holistic and parts-based processing.
Experimental studies have revealed evidence of both parts-based and holistic representations of objects and faces in the primate visual system. However, it is still a mystery how such seemingly contradictory types of processing can coexist within a single system. Here, we propose a novel theory call...
Main Authors: | Haruo Hosoya, Aapo Hyvärinen |
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Format: | Article |
Language: | English |
Published: |
Public Library of Science (PLoS)
2017-07-01
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Series: | PLoS Computational Biology |
Online Access: | http://europepmc.org/articles/PMC5549761?pdf=render |
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